If all the points on a scatter
diagram lie on a straight line
only, r=
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When all the points on a scatterplot lie on a straight line, you have what is called a perfect correlation between the two variables . A scatterplot in which the points do not have a linear trend (either positive or negative) is called a zero correlation or a near-zero correlation
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